Department of Population Health Sciences, School of Public Health, Georgia State University, Atlanta, GA, USA.
Department of Biology, Georgia State University, Atlanta, GA, USA.
Sci Rep. 2023 Apr 27;13(1):6917. doi: 10.1038/s41598-023-33113-2.
In this work, the COVID-19 pandemic burden in Ukraine is investigated retrospectively using the excess mortality measures during 2020-2021. In particular, the epidemic impact on the Ukrainian population is studied via the standardized both all-cause and cause-specific mortality scores before and during the epidemic. The excess mortality counts during the pandemic were predicted based on historic data using parametric and nonparametric modeling and then compared with the actual reported counts to quantify the excess. The corresponding standardized mortality P-score metrics were also compared with the neighboring countries. In summary, there were three "waves" of excess all-cause mortality in Ukraine in December 2020, April 2021 and November 2021 with excess of 32%, 43% and 83% above the expected mortality. Each new "wave" of the all-cause mortality was higher than the previous one and the mortality "peaks" corresponded in time to three "waves" of lab-confirmed COVID-19 mortality. The lab-confirmed COVID-19 mortality constituted 9% to 24% of the all-cause mortality during those three peak months. Overall, the mortality trends in Ukraine over time were similar to neighboring countries where vaccination coverage was similar to that in Ukraine. For cause-specific mortality, the excess observed was due to pneumonia as well as circulatory system disease categories that peaked at the same times as the all-cause and lab-confirmed COVID-19 mortality, which was expected. The pneumonias as well as circulatory system disease categories constituted the majority of all cases during those peak times. The seasonality in mortality due to the infectious and parasitic disease category became less pronounced during the pandemic. While the reported numbers were always relatively low, alcohol-related mortality also declined during the pandemic.
本研究采用 2020-2021 年超额死亡率指标,回顾性调查了乌克兰的 COVID-19 大流行负担。具体而言,通过流行前后全因和特定病因标准化死亡率评分,研究了疫情对乌克兰人口的影响。使用参数和非参数建模方法,根据历史数据预测大流行期间的超额死亡人数,然后将预测值与实际报告值进行比较,以量化超额死亡人数。还将相应的标准化死亡率 P 评分指标与邻国进行了比较。总之,2020 年 12 月、2021 年 4 月和 2021 年 11 月,乌克兰出现了三波全因超额死亡率,分别比预期死亡率高出 32%、43%和 83%。每一波新的全因死亡率都高于前一波,死亡率“高峰”与实验室确诊 COVID-19 死亡率的三个“波峰”时间相对应。实验室确诊 COVID-19 死亡率在这三个高峰月占全因死亡率的 9%至 24%。总体而言,乌克兰随时间推移的死亡率趋势与邻国相似,邻国的疫苗接种覆盖率与乌克兰相似。对于特定病因死亡率,观察到的超额死亡率归因于肺炎和循环系统疾病类别,这些疾病类别与全因和实验室确诊 COVID-19 死亡率的高峰时间相对应,这是预期的。肺炎和循环系统疾病类别在这些高峰时间构成了大多数病例。由于传染病和寄生虫病类别,死亡率的季节性在大流行期间变得不那么明显。虽然报告的数字一直相对较低,但酒精相关死亡率也在大流行期间下降。